How is Vantage different from ChatGPT or Claude?

ChatGPT and Claude are great for one-off generation. Vantage is a full workspace. It connects your tools, tracks dependencies across projects, catches conflicts between products, and surfaces what needs your attention every morning. It also remembers every past decision, so a new PM can query across all projects and get cited answers in seconds.

Do I have to switch away from Notion or Linear?

No. You keep all your tools. Vantage connects to them and builds intelligence on top. When you're ready, you can push tickets to Linear or Jira. But the value starts before you create anything — just by connecting your tools and seeing what the intelligence layer surfaces.

What happens on day one?

You connect your tools — GitHub, Linear, Slack — 2 minutes each. Vantage indexes your existing data overnight. By the next morning, you see your first decision queue: what's stale, what conflicts, what changed. No manual setup. No templates to fill out.

What if I only manage one project?

Vantage works for single projects, but it shines when you manage 3–5 or more. Conflict detection, cross-project memory, and the decision queue are most valuable when you have multiple projects that need to stay in sync. If you manage one project, start with the free tier and see if the cited query engine alone saves you time.

All data encrypted in transit and at rest. We never train on your data — the AI providers we use are contractually barred from it. You can disconnect any integration or delete your account at any time. Pursuing SOC 2 Type II.

How does Vantage keep documents and tickets up to date?

When context shifts, you add the new information and Vantage rebuilds every connected deliverable. Documents, prototypes, and tickets all update. You review the changes, accept or reject each one, and approve. Nothing updates silently, and every change is traceable.

How do I get started?

Sign up free at app.vantageos.tech. Connect your tools, and generate your first grounded document within minutes. No credit card required. Upgrade when you need more projects or features.

How many JTBD interviews do I need?

10-12 interviews typically reveal clear patterns. After 8-10, you will start hearing the same themes. If you are still hearing new themes after 12, your user segments may be more diverse than expected; segment further.

Is Vantage free to try?

Yes. Vantage offers a free tier with 1 project and 5 AI queries per month.

How-To2026-08-1410 min read

How to Do Jobs to Be Done Interviews

JTBD interviews uncover the real motivation behind product adoption: not what features users want, but what progress they are trying to make. The interview focuses on the timeline of their decision, not their opinion about features.

This guide covers how to conduct JTBD interviews that produce actionable insights for product development.

Step-by-step guide

Step 1: Recruit recent switchers

Interview people who recently started using your product (within the last 30-60 days). Recent switchers remember the decision timeline clearly. Long-time users cannot recall why they originally switched.

Step 2: Map the timeline

Walk through the decision timeline: What were you doing before? When did you first think about a change? What triggered the active search? What alternatives did you consider? Why did you choose this product? The timeline reveals the forces that drive switching behavior.

Step 3: Identify the four forces

Map the four forces of progress: Push (dissatisfaction with current solution), Pull (attraction to new solution), Anxiety (fear of switching), and Habit (comfort with current solution). Strong push + strong pull > anxiety + habit = switch. Understanding these forces tells you what to amplify and what to reduce.

Step 4: Listen for the struggling moment

The struggling moment is when the user first realized they needed something different. This is the most valuable insight: what specifically triggered dissatisfaction with their current approach? That struggling moment is your marketing message and your product positioning.

Step 5: Extract the job statement

Synthesize the interview into a job statement: When [situation], I want to [motivation], so I can [outcome]. This statement captures the functional, emotional, and social dimensions of the job. Use it to inform product decisions and messaging.

Common mistakes

Asking what features they want

JTBD interviews are not feature discovery interviews. They explore the decision to switch, not the wish list of improvements. Stay on the timeline; do not future-cast.

Interviewing loyal long-time users

Long-time users cannot accurately recall why they originally adopted the product. Their retrospective rationalization is unreliable. Interview recent adopters whose memory is fresh.

Tips

Conduct 10-12 interviews to identify patterns
Record interviews (with permission) and share key clips with the team
Use the struggling moment as the opening of your marketing copy

How Vantage helps

Vantage can ingest JTBD interview transcripts as context sources for PRD generation. The job statements from interviews ground the spec in real customer motivations rather than assumed needs.